Design and analysis of a class of fuzzy gain controller.

• Other Authors: Lee, Wai Man.
• Format: Others
• Language: English
• Published: Chinese University of Hong Kong 1995
• Subjects: Automatic control; Fuzzy systems
• Online Access: http://library.cuhk.edu.hk/record=b5888501; http://repository.lib.cuhk.edu.hk/en/item/cuhk-320648

by Lee Wai Man. === Thesis (M.Phil.)--Chinese University of Hong Kong, 1995. === Includes bibliographical references (leaves 118-[124]). === Chapter 1 --- Introduction --- p.1 === Chapter 1.1 --- Introduction --- p.1 === Chapter 1.2 --- Review of Previous Work --- p.3 === Chapter 1.3 --- Scope of the Thesis --- p.4 === Chapter 2 --- Background Knowledge of Fuzzy Control System --- p.7 === Chapter 2.1 --- Introduction --- p.7 === Chapter 2.2 --- Fuzzy Sets --- p.7 === Chapter 2.2.1 --- Properties of Fuzzy Sets --- p.10 === Chapter 2.2.2 --- Operations on Fuzzy Sets --- p.13 === Chapter 2.3 --- Fuzzy Models --- p.14 === Chapter 2.3.1 --- Linguistic Model --- p.15 === Chapter 2.3.2 --- Takagi-Sugeno-Kang (TSK) Fuzzy Model --- p.16 === Chapter 2.4 --- Fuzzy Inference System --- p.17 === Chapter 2.4.1 --- Fuzzifier --- p.18 === Chapter 2.4.2 --- Knowledge Base --- p.19 === Chapter 2.4.3 --- Inference Engine --- p.19 === Chapter 2.4.4 --- Defuzzifier --- p.20 === Chapter 2.4.5 --- Product-Sum-Gravity Inference --- p.21 === Chapter 3 --- Decomposition of Fuzzy Rules --- p.25 === Chapter 3.1 --- Introduction --- p.25 === Chapter 3.2 --- Decomposability of Fuzzy Inference System --- p.26 === Chapter 3.3 --- The Decomposability condition --- p.29 === Chapter 3.4 --- Determining Decomposed Parameters --- p.32 === Chapter 3.5 --- Decomposable Approximation --- p.35 === Chapter 3.5.1 --- Linear Approximation --- p.38 === Chapter 3.5.2 --- Case Study --- p.40 === Chapter 3.6 --- Limitation of Decomposable Approximation --- p.42 === Chapter 3.7 --- Approximation Index --- p.44 === Chapter 3.7.1 --- Case Study --- p.48 === Chapter 3.8 --- Decomposable TSK Model --- p.52 === Chapter 3.8.1 --- Case Study --- p.54 === Chapter 3.9 --- Conclusion --- p.56 === Chapter 4 --- Fuzzy Identification --- p.58 === Chapter 4.1 --- Introduction --- p.58 === Chapter 4.2 --- Least-squares Estimation --- p.59 === Chapter 4.3 --- LSE Formulation of Various Fuzzy Models --- p.63 === Chapter 4.3.1 --- Linguistic Model --- p.63 === Chapter 4.3.2 --- TSK Model --- p.69 === Chapter 4.3.3 --- Decomposable System --- p.75 === Chapter 4.3.4 --- Comparative Case Study --- p.79 === Chapter 4.4 --- Fuzzy Regional System Identification --- p.81 === Chapter 4.4.1 --- Case Study --- p.86 === Chapter 4.5 --- Recursive Estimation --- p.86 === Chapter 4.5.1 --- Case Study --- p.90 === Chapter 4.6 --- Conclusion --- p.90 === Chapter 5 --- Performance-Based Fuzzy Gain Controller --- p.92 === Chapter 5.1 --- Introduction --- p.92 === Chapter 5.2 --- Conventional Fuzzy Control --- p.93 === Chapter 5.3 --- Fuzzy Gain Control --- p.95 === Chapter 5.4 --- Design Algorithm --- p.97 === Chapter 5.5 --- Stability Design Approach --- p.98 === Chapter 5.6 --- Simulation Case Study --- p.102 === Chapter 5.7 --- Conclusion --- p.106 === Chapter 6 --- Identification/Control Design Example --- p.107 === Chapter 7 --- Conclusion --- p.115 === Bibliography --- p.118